Sample
int-303ddfa86781-I02
Shorten method, parameter, and local names without collisions
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.736 | 0–1; higher is more readable |
| Dorn | 0.702 | 0–1; higher is more readable |
| Mi | 0.617 | 0–1; higher is more readable |
| LLOC | 16 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 13.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 16 | 0–20; mean of three runs |
| BTTF | 0.501 | 0–1; higher is more readable |
Views
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 1376.306 | −45.418 |
| Source linesThe number of non-empty source lines. | 45 | +18 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.72 | −7.08 |
Intercept 8.87 + feature contributions = -25.628 (log-odds).
Score = sigmoid(-25.628) = 0.
| Score | 0.736 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 100 | +0.809 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 46 | −0.592 |
| Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names. | 100 | −0.57 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 37 | +0.543 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 44.772 | +0.216 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.098 | −0.015 |
Intercept 0.07 + feature contributions = 0.858 (log-odds).
Score = sigmoid(0.858) = 0.702.
| Score | 0.617 |
|---|
| Score | 16 |
|---|
Run 1
The code is moderately readable but suffers from unclear naming and inconsistent terminology. The class has a logical structure with a private constructor and static utility methods, and the nesting is shallow (one level of if-else). However, the parameter names 'com2' and 'ele' are ambiguous, making intent harder to grasp. The method 'has' checks whether an iterable is sorted by a given comparator, but neither the method name nor parameter names clearly convey this purpose. Some lines combine multiple actions (e.g., casting and method calls in one expression), reducing action granularity. The reading flow feels slightly disjointed because of the generic type handling and the inlined type checks. The Javadoc on the second method is helpful, but the suppression and inline comment add slight clutter. Overall, the code is concise and functional but could be more readable with better naming and separation of concerns.
Run 2
The code is generally readable but suffers from poor naming and inconsistent style. The class structure is logical, with clear separation between methods, but parameter names like 'com2', 'ele', 'com', and 'sorted' are cryptic and hurt clarity of intent. Nesting is minimal and acceptable. The has() method has unclear logic flow—the variable 'comparator' is assigned in different branches which makes it harder to follow. Method names 'has' and 'com' are too abbreviated and don't convey purpose. Code length is reasonable and action granularity is mostly one action per line. Reading flow is acceptable but could be improved with better names and more explicit variable declarations. The Javadoc comments are helpful but the parameter names in comments don't match actual parameters. Overall, the functionality is understandable but the naming choices significantly reduce readability.
Run 3
The code is structurally clear, with a logical organization into two well-named methods. Nesting is minimal, and intent is mostly understandable via Javadoc. However, readability is undermined by poor naming—'com2', 'ele', 'has', and 'com' obscure meaning, requiring extra effort to interpret. Method length is reasonable, but action granularity is slightly compressed (e.g., multiple checkNotNull calls in sequence). The use of compressed names harms the overall clarity and reading flow, despite good structural practices.
Run 1
Code Structure: Well-organized utility class with two focused methods and a private constructor. Nesting: Shallow conditional branches make control flow easy to follow. Clarity of intent: Documentation, null checks, and the natural-ordering comment explain behavior, but abbreviated names such as has, com, com2, ele, and res obscure purpose. Code length: Concise, with no unnecessary logic or repetition. Action granularity: Each statement performs one clear action, and operations are separated appropriately. Reading flow: Execution proceeds naturally from validation to comparator selection and comparison; however, cramped import spacing and weak naming slightly interrupt readability.
Run 2
Code Structure: The utility class cleanly separates comparator matching from comparator extraction. Nesting: Shallow conditionals and an early return keep complexity low. Clarity of intent: Documentation explains the purpose, but abbreviated names such as has, com, com2, ele, and res obscure meaning; the Javadoc also references parameter names that no longer match the signature. Code length: Both methods are concise without unnecessary logic. Action granularity: Each statement performs a single clear action. Reading flow: Validation, collection-type detection, and comparison follow a natural sequence, while the natural-order fallback is easy to follow. Minimal spacing around imports and the awkwardly wrapped helper signature slightly reduce polish.
Run 3
Code Structure: A focused utility class with two logically separated methods and a private constructor. Nesting: Shallow conditionals and an early return keep complexity low. Clarity of intent: Documentation and the natural-ordering comment explain behavior, but names such as has, com, com2, ele, and res are vague; the has documentation also references parameter names that do not match the signature. Code length: Concise, with no unnecessary repetition. Action granularity: Each statement performs one clear operation. Reading flow: Validation, collection-type detection, comparator extraction, and comparison proceed naturally. Minor formatting issues, including tightly grouped imports and an awkwardly wrapped helper signature, slightly reduce polish.